Informace o publikaci

Filtering outliers to improve classification. First results

Autoři

HETLEROVIĆ Dušan POPELÍNSKÝ Lubomír

Druh Článek ve sborníku
Konference Data a Znalosti & WIKT 2019
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www DaZ & WIKT 2019 - Zborník konferencie
Klíčová slova Outlier Detection; Data pre-processing; Classification
Popis In this work we describe preliminary experiments for exploring influence of outlier elimination to classifier accuracy. A workflow is a couple consisting of some pre-processing methods - outlier detection and filtering in our case - and a classifier. We describe a method for testing various workflows and bring first results.
Související projekty: